Free online community for data builders. Learn data, ML, MLOps, LLMs, RAG, and AI engineering. Join free hands-on courses, events, workshops, and podcasts.

Want to talk about data? Data science, career questions, practical machine learning, and more? Join @DataTalksClub! The link is in the profile description. Learn more about our activities in the thread! 🧵
1
8
41
16,912
DataTalksClub retweeted
How can an engineering team organize its daily work with agents? In our Switch workshop, Louis Amaudruz (SandboxAQ) showed the Switch team's own setup. Each room is a Slack channel with its own agent.
2
3
9
671
Writing instructions is often the most time-consuming part of creating an agent. In our Switch workshop, Louis Amaudruz gave that job to a designer agent.
2
8
483
Its own instructions were general and about behavior, such as: - Act, don't ask - Answer first, verify second
1
1
53
Watch the recording to see the designer agent set up the workflow step by step: piped.video/watch?v=vl00W8eE… Switch is an open-source framework that allows you to build teams where humans and agents work side by side: github.com/sandbox-quantum/s…
1
57
DataTalksClub retweeted
When one AI agent writes the code, which agent should review it? In our workshop, Louis Amaudruz put two different agents in the same Slack channel: - A Claude Code agent fixed a GitHub issue and opened a pull request - A Codex agent reviewed the change
1
3
5
755
How can an engineering team organize its daily work with agents? In our Switch workshop, Louis Amaudruz (SandboxAQ) showed the Switch team's own setup. Each room is a Slack channel with its own agent.
2
3
9
671
- Local deployment rooms: a deployer agent per engineer - Release room: versioning, changelog, GitHub tag - Deployment room: staging deploys, cluster monitoring, fixes
1
1
77
When one AI agent writes the code, which agent should review it? In our workshop, Louis Amaudruz put two different agents in the same Slack channel: - A Claude Code agent fixed a GitHub issue and opened a pull request - A Codex agent reviewed the change
1
3
5
755
The reviewer could see the whole channel, so the request was just "Can you review this one?" No need to restate the issue or the PR.
1
95
DataTalksClub retweeted
Louis Amaudruz built a team of AI agents in Slack, live, during our workshop. They worked together on GitHub issues for the Switch repository. The recording is now up.
2
3
7
689
Join us on the first part of our podcast episode featuring the authors of Designing AI Systems as we chat with Suhas Suresha about Building an AI Platform: SDK Design, Model Routing, Vector Search & Evals. You won't want to miss this one! Register here: luma.com/kow49cfu
1
2
5
465
Louis Amaudruz built a team of AI agents in Slack, live, during our workshop. They worked together on GitHub issues for the Switch repository. The recording is now up.
2
3
7
689
The Q&A covered agent permissions and sandboxing, prompt injection through GitHub issues, bringing custom agents, and agent protocols such as AG-UI and ACP.
1
52